Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "180"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 180 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 219 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 214 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 180, Node 13:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 RF_maintenance 100.00% 56.22% 100.00% 0.00% 100.00% 0.00% 1.565335 14.145648 2.749547 81.126658 14.315317 27.880590 10.043927 32.909892 0.4087 0.0818 0.2015 3.718590 2.226427
2459593 RF_maintenance 100.00% 59.43% 100.00% 0.00% 100.00% 0.00% 36.725866 18.441952 7.389779 86.393089 21.008053 38.060490 8.079052 11.556266 0.3744 0.0757 0.1802 4.117475 1.882100
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.379777 1.536668 1.599026 7.867035 3.355811 1.339914 -1.841619 0.264737 0.0412 0.0328 -0.0009 nan nan
2459591 RF_maintenance 100.00% 94.05% 100.00% 0.00% 100.00% 0.00% 50.534692 21.882547 11.975807 100.238686 21.346195 32.180050 -0.846108 1.915538 0.2923 0.0744 0.1394 1.888959 1.143421
2459590 RF_maintenance 100.00% 92.97% 100.00% 0.00% 100.00% 0.00% 51.968116 25.197767 10.664167 93.382486 15.772782 34.558537 -0.702766 3.469758 0.2875 0.0741 0.1360 1.809645 1.225613
2459589 RF_maintenance 100.00% 81.58% 100.00% 0.00% 100.00% 0.00% 50.116213 22.731224 9.422321 86.540311 15.005777 21.994807 12.274243 17.078299 0.3394 0.0793 0.1557 2.677526 2.068294
2459588 RF_maintenance 100.00% 55.11% 100.00% 0.00% 100.00% 0.00% 35.083973 16.443305 7.304636 105.526032 16.763356 24.992300 10.518083 13.253829 0.4271 0.0882 0.1986 2.630746 1.263125
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 358.584982 358.180876 inf inf 100.485132 101.878971 569.134387 597.486573 nan nan nan 0.000000 0.000000
2459586 RF_maintenance 100.00% 98.92% 100.00% 0.00% 100.00% 0.00% 50.362563 20.666981 3.855007 32.649907 4.207990 11.248591 0.539559 6.739542 0.2623 0.0690 0.1283 3.581114 4.201901
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.503893 25.341981 1.752986 11.282013 5.980297 10.266981 -0.141739 4.316140 0.0411 0.0403 0.0026 0.000000 0.000000
2459584 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 72.387747 27.872625 13.735332 116.751009 31.981246 17.681239 1.630801 12.646876 0.2246 0.0560 0.1110 0.000000 0.000000
2459583 RF_maintenance 100.00% 96.70% 100.00% 0.00% 100.00% 0.00% 49.667934 21.138193 4.793907 36.008192 11.424593 23.071326 -0.607232 0.349197 0.2765 0.0729 0.1286 3.065634 3.024445
2459582 RF_maintenance 100.00% 96.22% 100.00% 0.00% 100.00% 0.00% 43.807026 18.265298 4.559252 32.689655 14.243243 27.924476 -0.635598 0.538806 0.2757 0.0661 0.1365 3.474755 2.878127
2459581 RF_maintenance 100.00% 94.59% 100.00% 0.00% 100.00% 0.00% 58.759614 25.464593 4.615346 36.870321 11.340257 22.454955 -0.388973 0.568497 0.2841 0.0733 0.1351 4.192250 2.837030
2459580 RF_maintenance 100.00% 96.70% 100.00% 0.00% 100.00% 0.00% 44.252196 19.170557 5.203812 37.758345 11.239105 23.646897 -0.692504 0.330289 0.2788 0.0736 0.1322 2.948116 2.927825
2459579 RF_maintenance 100.00% 97.78% 100.00% 0.00% 100.00% 0.00% 44.987468 19.120145 6.177590 42.900723 13.705398 26.748844 0.125346 1.884257 0.2726 0.0694 0.1287 0.000000 0.000000
2459578 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.755879 1.596266 1.427021 3.021178 2.140523 0.664809 0.118138 1.936839 0.0506 0.0450 -0.0006 nan nan
2459577 RF_maintenance 100.00% 97.40% 100.00% 0.00% 100.00% 0.00% 56.050916 24.657707 4.437228 34.468255 13.704242 24.371001 -0.646667 0.553521 0.2664 0.0685 0.1372 3.113220 2.621181
2459576 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459575 RF_maintenance 100.00% 66.45% 100.00% 0.00% 100.00% 0.00% 40.399707 19.505695 2.659029 27.419886 6.696800 16.393191 4.166194 6.050249 0.3744 0.0915 0.1753 5.061776 4.015494
2459574 RF_maintenance 100.00% 94.16% 100.00% 0.00% 100.00% 0.00% 40.223158 17.978906 3.018257 26.281611 16.075858 23.996751 0.080228 0.780688 0.2843 0.0669 0.1213 4.244444 3.514783
2459573 RF_maintenance 100.00% 93.56% 100.00% 0.00% 100.00% 0.00% 42.741913 18.483032 6.308973 45.232405 14.125501 27.812029 -0.372633 1.691512 0.2856 0.0691 0.1251 3.826166 3.082067
2459572 RF_maintenance 100.00% 92.43% 100.00% 0.00% 100.00% 0.00% 41.575055 18.720592 3.319467 26.428930 9.992484 17.606760 -0.252366 2.908990 0.2931 0.0736 0.1270 3.904265 1.900311
2459571 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459570 RF_maintenance 100.00% 90.27% 100.00% 0.00% 100.00% 0.00% 20.984742 25.984207 -0.516763 27.763942 0.780497 1.663865 -0.308951 4.343013 0.2988 0.1180 0.1254 5.387190 20.986519
2459569 RF_maintenance 100.00% 60.06% 100.00% 0.00% 100.00% 0.00% 45.472473 22.022705 3.642503 34.287259 8.759380 10.455159 5.826556 8.804149 0.4143 0.1103 0.1699 4.529640 2.909688
2459566 RF_maintenance 100.00% 95.14% 100.00% 0.00% 100.00% 0.00% 43.892930 17.785905 4.396830 34.296829 12.805806 21.466478 -0.641249 -0.044057 0.2686 0.0603 0.1103 4.219387 2.851198
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% -2.008718 -2.008718 -1.878795 -1.878795 -0.888145 -0.888145 -0.944419 -0.944419 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 93.12% 100.00% 0.00% 100.00% 0.00% 46.806384 16.438737 1.015115 36.384703 7.059066 2.292366 0.215367 1.062052 0.2751 0.0718 0.1248 3.417993 2.687267
2459563 RF_maintenance 100.00% 94.00% 100.00% 0.00% 100.00% 0.00% 51.643742 18.467348 7.879643 69.539235 9.463650 22.129740 0.915138 1.823895 0.2764 0.0702 0.1315 3.946972 3.714472
2459562 RF_maintenance 100.00% 93.02% 100.00% 0.00% 100.00% 0.00% 31.282461 11.915511 -0.691072 17.919946 1.101938 2.647246 -0.220051 0.781109 0.2858 0.0736 0.1339 3.920062 2.580181
2459561 RF_maintenance 100.00% 94.10% 100.00% 0.00% 100.00% 0.00% 32.484426 12.413159 -0.552535 17.083467 0.586749 2.896462 0.012991 1.279142 0.2870 0.0752 0.1330 3.595788 2.321233
2459560 RF_maintenance 100.00% 93.51% 100.00% 0.00% 100.00% 0.00% 29.462135 11.447351 -0.650819 17.319021 0.519239 2.903022 0.211330 0.733664 0.2808 0.0719 0.1298 3.629903 2.355524
2459559 RF_maintenance 100.00% 93.46% 100.00% 0.00% 100.00% 0.00% 34.385117 14.584516 -0.479492 18.996424 0.931095 3.348646 0.149559 1.079713 0.2721 0.0731 0.1245 2.912751 2.150114
2459558 RF_maintenance 100.00% 95.08% 100.00% 0.00% 100.00% 0.00% 45.968926 18.973738 4.807759 36.368446 11.108487 23.017306 -0.142026 1.587704 0.2722 0.0713 0.1261 3.141570 2.428529
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0494 0.0381 -0.0019 nan nan
2459556 RF_maintenance 100.00% 95.19% 100.00% 0.00% 100.00% 0.00% 47.771114 19.537872 5.177116 39.367249 11.857878 20.726303 -0.124186 3.639336 0.2691 0.0733 0.1234 2.980122 1.773109
2459554 RF_maintenance - 94.54% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.2741 0.0705 0.1277 nan nan
2459553 RF_maintenance - 95.67% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.2648 0.0712 0.1244 nan nan
2459552 RF_maintenance 100.00% 93.51% 100.00% 0.00% 100.00% 0.00% 54.211445 23.339229 7.130853 51.886899 21.701451 31.835650 2.055387 3.193616 0.2676 0.0666 0.1258 3.606241 3.611549
2459551 RF_maintenance 100.00% 92.38% 100.00% 0.00% 100.00% 0.00% 29.135027 11.388237 -0.672334 21.050850 1.244526 4.148735 0.150299 1.241806 0.2810 0.0702 0.1307 3.274359 2.422994
2459550 RF_maintenance - 97.53% 97.53% 0.00% - - nan nan nan nan nan nan nan nan 0.0573 0.0517 -0.0005 nan nan
2459549 RF_maintenance 100.00% 94.05% 100.00% 0.00% 100.00% 0.00% 42.485662 17.302514 5.237162 39.209829 12.775206 22.631981 0.956451 1.358147 0.2649 0.0671 0.1273 3.815532 3.337730
2459542 RF_maintenance 100.00% 78.08% 100.00% 0.00% 100.00% 0.00% 57.746193 24.259224 8.635775 79.402015 3.939721 1.914212 0.194262 1.339491 0.3252 0.0687 0.1642 2.868604 2.519061
2459541 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459540 RF_maintenance 100.00% 76.73% 100.00% 0.00% 100.00% 0.00% 40.900259 16.962119 0.200428 18.103520 7.437326 5.304458 0.135517 0.953829 0.3396 0.0698 0.1649 3.075512 2.172404
2459536 RF_maintenance 100.00% 92.59% 100.00% 0.00% 100.00% 0.00% 71.966449 29.372045 9.762029 67.396220 24.298831 31.491160 -0.718120 2.225608 0.2780 0.0594 0.1212 2.034862 1.221941
2459535 RF_maintenance 100.00% 73.60% 100.00% 0.00% 100.00% 0.00% 31.905323 13.793240 0.039573 16.622172 6.099448 5.662419 0.119591 0.489572 0.3675 0.0736 0.1597 2.388655 1.999762
2459534 RF_maintenance 100.00% 74.50% 100.00% 0.00% 100.00% 0.00% 34.909795 14.648807 -0.503849 15.389101 6.924880 3.934670 -0.048500 0.114444 0.3604 0.0631 0.1259 2.411310 2.470903
2459533 RF_maintenance 100.00% 94.54% 100.00% 0.00% 100.00% 0.00% 52.984162 20.872946 5.133971 36.865498 11.464185 20.748387 -0.108697 1.776666 0.2737 0.0596 0.1067 2.569594 1.663094
2459532 RF_maintenance 100.00% 93.30% 100.00% 0.00% 100.00% 0.00% 60.807744 24.152307 6.985839 49.913755 18.883367 25.369144 -0.690540 0.976329 0.2882 0.0643 0.1089 2.776642 2.638695
2459530 RF_maintenance 100.00% 90.37% 100.00% 0.00% 100.00% 0.00% 33.441828 12.129869 -0.425637 15.593945 2.164187 4.206479 -0.202317 0.585688 0.2927 0.0721 0.1093 3.105142 3.340610
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 46.954688 28.851234 5.914072 55.628760 31.208748 34.983731 -0.686808 0.606037 0.6554 0.0827 0.4124 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 65.690762 24.274628 8.394754 53.086401 9.552336 29.769023 -2.122941 2.233648 nan nan nan 5.008955 4.080589
2459522 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 51.884786 24.904541 7.143200 53.883121 9.410477 23.647211 -0.974837 1.917387 0.2030 0.0693 0.0956 2.081874 1.230766
2459513 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 2.101702 1.741914 1.062851 3.318204 3.675380 0.289249 1.909406 1.461345 0.0567 0.0588 0.0009 nan nan
2459508 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 43.282760 32.580188 4.133537 52.412108 23.234697 15.638980 10.204161 14.726479 0.6566 0.1041 0.3744 0.000000 0.000000
2459505 RF_maintenance 100.00% 47.37% 100.00% 0.00% 100.00% 0.00% 54.657225 31.009466 6.435348 50.543029 12.211416 10.280318 1.882735 1.851667 0.4204 0.0676 0.2606 20.260991 6.780375
2459503 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 41.452865 30.787055 5.948226 85.490685 37.190472 33.404049 1.034869 3.018107 0.5836 0.0841 0.4219 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 180: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance ee Shape 56.347469 56.347469 16.039274 8.062655 36.723601 2.115242 4.069475 6.199655 6.306366

Antenna 180: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 180: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance ee Shape 77.180378 24.671620 77.180378 60.327717 12.109103 13.023393 14.703714 5.215222 72.871098

Antenna 180: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance ee Shape 95.488858 28.339983 95.488858 76.699457 16.407869 16.655670 13.705956 4.715644 63.313138

Antenna 180: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance ee Temporal Discontinuties 314.272452 95.593404 29.642451 16.873234 84.933932 35.057044 15.800688 314.272452 9.611923

Antenna 180: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance ee Temporal Discontinuties 592.866709 35.831234 20.437019 4.736456 37.552860 30.048893 4.829194 592.866709 6.202990

Antenna 180: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance ee Temporal Discontinuties 294.770230 18.845248 26.275051 34.518680 4.499354 4.516215 24.772983 4.355139 294.770230

Antenna 180: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance ee Temporal Discontinuties 265.885372 34.302072 101.657811 98.614021 18.296970 16.735570 98.495925 8.960647 265.885372

Antenna 180: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 41.023186 17.491420 21.843830 1.632746 41.023186 4.715885 6.815050 15.402357 7.381676

Antenna 180: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 65.980441 28.763146 18.137056 65.980441 1.378789 13.644791 3.844350 9.665633 25.018336

Antenna 180: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 78.478050 18.767162 30.477978 1.271703 78.478050 11.099869 28.913570 46.304044 16.609243

Antenna 180: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 27.762604 7.064456 12.626016 0.130830 27.762604 0.990664 2.874556 8.296638 3.841650

Antenna 180: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 180: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 39.417520 14.257118 9.954759 39.417520 0.807320 5.906764 4.213498 5.346064 13.325244

Antenna 180: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 37.750271 15.405447 21.650535 0.662399 37.750271 3.924831 8.134617 11.969163 3.824834

Antenna 180: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 32.440287 12.626265 17.865008 0.923892 32.440287 4.463596 5.893091 14.449857 4.323749

Antenna 180: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 40.431410 24.284140 19.643926 40.431410 3.265420 6.981751 5.823776 4.957448 18.841188

Antenna 180: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 92.383789 22.567830 27.931692 7.640655 92.383789 27.736203 18.569842 20.935912 5.702611

Antenna 180: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 94.784077 20.831723 30.080198 2.433464 94.784077 16.897578 25.939100 10.712802 4.531693

Antenna 180: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 40.007571 16.383206 22.568298 0.515109 40.007571 4.802771 5.197257 18.260053 5.997640

Antenna 180: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 51.093116 13.827441 20.795905 0.332404 51.093116 6.042070 9.351941 16.400194 6.138513

Antenna 180: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance ee Temporal Discontinuties 19.017949 0.628185 14.007158 -0.172480 7.112023 3.929360 0.403578 19.017949 4.335920

Antenna 180: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 Not Found nn Shape 25.871477 25.871477 0.698458 10.464930 -0.622876 -0.319580 0.842396 -2.936506 4.333078

Antenna 180: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 34.875728 21.881634 14.622080 34.875728 0.620654 5.963387 3.741240 5.547938 10.701465

Antenna 180: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance ee Temporal Discontinuties 33.293776 0.394872 15.106965 -0.653968 7.647266 1.368306 1.016777 33.293776 5.683978

Antenna 180: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 141.833270 15.478438 26.643397 3.190859 141.833270 17.843908 25.012866 19.304197 9.271336

Antenna 180: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance ee Temporal Discontinuties 18.045600 0.741019 16.116748 -0.750883 10.726054 2.938630 1.145793 18.045600 3.151041

Antenna 180: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Shape 31.211457 31.211457 1.063384 13.217923 -0.036866 0.573171 7.085164 3.798143 21.804234

Antenna 180: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance ee Temporal Discontinuties 32.753135 0.594409 18.460155 -0.695299 15.130172 5.652040 0.512309 32.753135 5.838640

Antenna 180: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 110.595041 15.594292 24.611550 1.410044 110.595041 7.351220 22.992470 18.183487 8.735735

Antenna 180: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 44.302296 16.581679 7.243531 44.302296 -0.174760 7.332251 5.415077 5.542612 8.804155

Antenna 180: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 180: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Shape 13.056552 13.056552 4.496362 6.930213 3.528343 0.561112 2.840714 2.965967 4.856827

Antenna 180: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 180: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 85.783618 28.985902 39.562794 85.783618 7.839155 34.778976 23.761619 6.249965 -0.357286

Antenna 180: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Shape 13.363372 4.159195 13.363372 3.529932 7.081239 3.267155 0.992864 5.059308 3.284202

Antenna 180: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Shape 12.079365 12.079365 3.010041 7.584395 2.764203 1.610483 6.125692 2.177201 3.055863

Antenna 180: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Shape 8.880742 8.880742 2.477285 5.439703 2.413141 0.485740 -0.199308 3.896054 5.429981

Antenna 180: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Shape 13.396730 13.396730 3.848979 6.844572 2.876161 3.649176 1.539503 4.447310 5.370588

Antenna 180: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Shape 10.433328 10.433328 2.919326 6.011313 2.606911 0.326036 0.720889 2.110043 3.219964

Antenna 180: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 116.494850 47.092454 35.778476 7.677271 116.494850 16.471177 21.428722 4.538772 13.249833

Antenna 180: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Shape 9.563660 1.974311 9.563660 2.459269 6.857878 2.501271 -0.156451 1.646562 1.095311

Antenna 180: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance ee Temporal Discontinuties 11.350848 10.543696 2.325843 5.659958 2.081551 3.686953 6.580095 2.734378 11.350848

Antenna 180: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Shape 11.933781 3.327179 11.933781 2.784852 7.912919 3.057938 1.146250 7.859143 4.261693

Antenna 180: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Shape 11.932352 3.373053 11.932352 1.913648 5.994619 1.784504 1.328122 5.838342 3.519935

Antenna 180: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Shape 10.817794 2.821281 10.817794 2.332851 5.707531 8.320874 0.862843 6.952151 4.127439

Antenna 180: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 110.025639 37.246871 27.696800 7.709643 110.025639 19.321747 24.753549 2.324950 12.173488

Antenna 180: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Shape 13.536299 13.536299 3.679748 6.914549 2.617768 3.002802 2.221472 3.714668 6.432063

Antenna 180: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Temporal Discontinuties 208.813895 25.760350 19.717674 162.318702 6.873618 91.362787 19.424198 208.813895 1.860180

Antenna 180: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 3.045724 2.729799 1.221477 3.045724 1.040834 0.313350 -0.022009 0.957541 1.536543

Antenna 180: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance ee Temporal Variability 3.423349 2.432051 1.530028 3.369556 1.521634 1.925315 3.423349 1.320678 2.353010

Antenna 180: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 116.692470 34.759527 26.126397 8.125194 116.692470 18.068464 24.823752 6.061066 17.447568

Antenna 180: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance ee Temporal Discontinuties 1.668465 -0.176772 -0.081191 1.338660 -0.130760 0.540804 -0.221007 0.471474 1.668465

Antenna 180: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance ee Temporal Variability 3.024384 1.807050 1.242579 2.730608 1.104425 0.997296 3.024384 0.967239 1.495740

Antenna 180: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Shape 11.624900 11.624900 3.273654 9.377523 2.643878 0.307297 0.094579 3.841815 5.179428

Antenna 180: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 12.701806 10.067827 3.029003 12.701806 3.878058 0.828695 6.615069 4.779375 0.504302

Antenna 180: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 66.542255 45.730907 26.299520 8.042429 66.542255 7.939135 11.040347 0.803704 4.973198

Antenna 180: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance ee Shape 44.246187 24.820895 44.246187 36.203697 3.741224 12.422513 9.418158 3.870612 0.655432

Antenna 180: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance ee Temporal Discontinuties 222710.288569 57276.801830 57276.801830 55084.275424 55084.275424 43327.991646 43327.991646 222710.288569 222710.288569

Antenna 180: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 180: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance ee Power -0.731736 -0.740685 -0.740685 -0.731736 -0.731736 -0.944895 -0.944895 -0.791462 -0.791462

Antenna 180: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 N13 RF_maintenance nn Power 74.301346 30.609067 42.729074 74.301346 4.678736 18.820038 12.405462 5.441654 0.204804

Antenna 180: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 72.712789 43.908695 19.643258 6.751856 72.712789 28.759857 15.525312 12.394587 19.576001

Antenna 180: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 39.068935 19.130016 15.060486 0.273567 39.068935 13.669635 7.672533 6.395495 10.237631

Antenna 180: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 68.822845 44.416697 23.233055 7.974435 68.822845 20.294192 7.881229 0.167372 7.096937

Antenna 180: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 73.181718 44.477386 22.086687 8.390123 73.181718 25.164525 13.105383 0.382751 10.074198

Antenna 180: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 53.556340 41.307313 25.851658 5.477605 53.556340 14.048048 26.325447 -0.044382 5.795434

Antenna 180: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 180: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 65.253735 18.143706 29.881396 65.253735 6.282015 4.536930 -0.707660 11.524853 -3.381416

Antenna 180: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 48.892837 21.178022 42.178694 48.892837 4.927197 9.498693 20.503054 0.272931 -0.856578

Antenna 180: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 47.798991 23.415575 46.742206 47.798991 4.613247 9.191496 22.819058 0.349138 -0.898655

Antenna 180: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 60.359922 46.671199 23.285656 6.358155 60.359922 16.576481 6.119856 -0.943185 0.490368

Antenna 180: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 72.192942 26.127649 47.485434 72.192942 7.500225 20.402879 30.065158 3.826922 -1.235203

Antenna 180: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 60.167635 44.766978 23.910199 6.306158 60.167635 38.324774 22.769283 -0.780470 3.626427

Antenna 180: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 62.465740 26.209036 48.140537 62.465740 6.893741 16.258465 25.944553 2.856532 -1.022193

Antenna 180: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 180: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 62.504462 22.305975 41.513352 62.504462 6.660522 10.220170 22.877697 0.735611 -0.658994

Antenna 180: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 63.361274 29.392633 36.821799 63.361274 5.557706 36.884319 17.871043 6.320300 -0.597354

Antenna 180: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 180: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Shape 12.049637 12.049637 5.154557 11.587900 3.605470 3.782824 4.233320 4.606054 1.260444

Antenna 180: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 86.068682 31.300532 24.385973 5.562808 86.068682 20.410276 32.372124 21.693310 28.034223

Antenna 180: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 64.740465 46.311830 26.646284 6.459287 64.740465 16.930673 18.465534 8.150345 8.375910

Antenna 180: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance ee Temporal Variability 0.660330 -0.772240 0.058851 0.494468 0.261398 0.660330 0.063372 0.508526 -0.154425

Antenna 180: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 125.044771 31.936710 48.951071 125.044771 10.722654 53.615811 33.079298 6.995988 5.906504

Antenna 180: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Shape 13.059136 6.588635 13.059136 3.900642 9.557719 4.212947 0.799842 -0.161798 4.630170

Antenna 180: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 95.809231 26.782216 41.224015 95.809231 7.134892 28.184288 18.033995 14.239268 10.584585

Antenna 180: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 85.651750 33.611325 21.384599 6.823429 85.651750 19.787666 31.624468 4.104151 5.229273

Antenna 180: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 71.764449 24.658478 37.651826 71.764449 5.707386 32.213354 19.929145 8.280308 2.269124

Antenna 180: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 61.681020 24.209875 36.286081 61.681020 4.955746 22.353734 14.150625 9.220706 1.755451

Antenna 180: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 79.058471 27.579606 38.366111 79.058471 5.160792 29.456428 17.939361 9.623403 12.779060

Antenna 180: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 58.280630 27.300764 45.308948 58.280630 4.962958 28.834901 16.897675 7.160715 1.758245

Antenna 180: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 180: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 61.435154 28.192012 44.548372 61.435154 5.280926 29.284400 16.899396 2.172279 0.635690

Antenna 180: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 83.341917 51.998821 34.908705 7.368636 83.341917 17.295331 30.189547 -0.025871 3.488052

Antenna 180: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 90.207547 49.543436 38.374076 6.536451 90.207547 8.572461 13.230622 12.969837 17.655492

Antenna 180: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 78.514327 26.118547 29.567560 78.514327 2.438895 24.243960 22.519271 21.335202 11.772210

Antenna 180: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 62.477050 39.570351 25.099352 5.910592 62.477050 15.742982 29.378281 2.413192 6.564176

Antenna 180: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 180: 2459647

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance ee Temporal Variability 31035.001283 0.115076 0.115076 1036.679529 1036.679529 31035.001283 31035.001283 6.306891 6.306891

Antenna 180: 2459646

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
180 13 RF_maintenance nn Power 70.667306 38.092653 28.875409 7.441912 70.667306 16.637213 25.350988 -1.586104 3.415160